topslam
Input saved to /scratch/irc/personal/robrechtc/tmp//Rtmp7ZDNox/input:
expression.csv
params.json
start_id.json
Running L-BFGS-B (Scipy implementation) Code:
runtime i f |g|
00s00 0000 2.191688e+05 nan
00s05 0001 2.191688e+05 1.738816e+10
00s10 0002 1.265546e+05 4.032668e+09
00s16 0003 8.027188e+04 1.080182e+09
01s16 0026 2.180151e+04 1.361320e+04
02s18 0049 2.128438e+04 2.323744e+02
03s22 0078 2.113017e+04 5.765445e+02
04s23 0112 2.104145e+04 7.375009e+01
05s24 0150 2.099579e+04 1.111815e+02
06s25 0196 2.094585e+04 3.865367e+01
07s26 0247 2.093758e+04 4.519999e+00
08s27 0306 2.093382e+04 1.326307e+00
09s27 0364 2.093297e+04 5.750190e-01
10s28 0420 2.093262e+04 4.920932e-01
11s28 0471 2.093246e+04 1.178451e-01
12s30 0532 2.093228e+04 7.125176e-02
13s31 0572 2.093220e+04 1.521946e-02
14s31 0629 2.093210e+04 1.489146e-01
15s32 0683 2.093205e+04 8.876648e-03
16s33 0737 2.093201e+04 2.320247e-03
16s66 0757 2.093200e+04 9.185320e-04
Runtime: 16s66
Optimization status: Converged
output saved in /scratch/irc/personal/robrechtc/tmp//Rtmp7ZDNox/output:
dimred.csv
pseudotime.csv
timings.json
wad_energy.csv
wad_grid.csv
Input saved to /scratch/irc/personal/robrechtc/tmp//Rtmp7TKJZY/input:
expression.csv
params.json
start_id.json
Running L-BFGS-B (Scipy implementation) Code:
runtime i f |g|
00s00 0000 2.249556e+05 nan
00s02 0001 2.249556e+05 1.618922e+10
00s04 0002 1.361616e+05 3.691967e+09
00s06 0003 9.205792e+04 1.128776e+09
00s07 0004 5.993193e+04 2.683381e+08
00s10 0005 4.270128e+04 5.974449e+07
00s12 0006 3.479266e+04 1.430547e+07
00s14 0007 3.082887e+04 4.193974e+06
00s15 0008 2.827608e+04 1.178913e+06
00s17 0009 2.666987e+04 3.287323e+05
00s19 0010 2.562577e+04 8.385046e+04
01s20 0038 2.337873e+04 6.049458e+02
02s20 0065 2.309765e+04 3.287614e+02
03s23 0117 2.289866e+04 6.577800e+01
04s25 0168 2.285115e+04 4.739253e+01
05s26 0229 2.282790e+04 1.645737e+00
06s29 0257 2.281983e+04 2.614647e+00
07s33 0304 2.281151e+04 1.095235e+00
08s33 0335 2.281045e+04 2.624243e-01
09s33 0373 2.280999e+04 1.547277e-01
10s35 0427 2.280947e+04 2.473492e-02
11s37 0453 2.280942e+04 1.478859e-01
12s39 0483 2.280936e+04 1.119165e-01
13s40 0521 2.280929e+04 2.189792e-02
14s42 0574 2.280917e+04 8.365691e-02
15s44 0612 2.280910e+04 1.243316e-01
16s45 0666 2.280898e+04 2.661013e-02
17s46 0709 2.280893e+04 3.240063e-02
18s47 0743 2.280889e+04 2.076788e-02
19s49 0789 2.280884e+04 1.509756e-01
20s50 0829 2.280879e+04 1.728688e-02
21s51 0867 2.280876e+04 2.389951e-02
22s58 0922 2.280868e+04 1.986213e-02
23s59 0950 2.280866e+04 8.447929e-03
24s60 0994 2.280864e+04 8.994479e-03
24s97 1002 2.280864e+04 1.431471e-02
Runtime: 24s97
Optimization status: Maximum number of f evaluations reached
output saved in /scratch/irc/personal/robrechtc/tmp//Rtmp7TKJZY/output:
dimred.csv
pseudotime.csv
timings.json
wad_energy.csv
wad_grid.csv
Input saved to /scratch/irc/personal/robrechtc/tmp//Rtmper9i0S/input:
expression.csv
params.json
start_id.json
Running L-BFGS-B (Scipy implementation) Code:
runtime i f |g|
00s00 0000 6.781353e+06 nan
00s11 0001 6.781353e+06 1.040192e+13
01s16 0009 2.560507e+06 1.289031e+08
02s26 0023 2.508168e+06 1.709786e+06
03s31 0031 2.506991e+06 2.521957e+05
04s35 0041 2.505792e+06 4.683962e+04
05s43 0053 2.505239e+06 1.141815e+05
06s51 0065 2.505116e+06 4.113811e+06
07s72 0080 2.504764e+06 3.373058e+04
08s79 0085 2.504708e+06 1.051361e+04
09s83 0095 2.504621e+06 2.138632e+04
10s90 0102 2.504562e+06 3.576558e+05
11s98 0113 2.504488e+06 2.359642e+05
13s06 0125 2.504395e+06 1.202373e+04
14s09 0137 2.504309e+06 8.845901e+03
15s09 0147 2.504215e+06 1.088605e+04
16s19 0157 2.504131e+06 1.654166e+04
17s24 0167 2.504052e+06 2.130548e+05
18s30 0183 2.503887e+06 8.339414e+03
19s32 0197 2.503755e+06 7.346789e+03
20s36 0211 2.503667e+06 1.006652e+04
21s41 0226 2.503598e+06 3.970573e+03
22s44 0242 2.503539e+06 1.016507e+04
23s51 0251 2.503506e+06 2.078184e+04
24s56 0267 2.503433e+06 2.564310e+03
25s59 0283 2.503384e+06 5.510104e+03
26s69 0290 2.503367e+06 2.679490e+03
27s75 0297 2.503353e+06 2.614819e+03
28s77 0308 2.503330e+06 1.856622e+04
29s81 0323 2.503292e+06 2.711942e+03
30s87 0339 2.503255e+06 6.289817e+03
31s89 0354 2.503225e+06 8.228905e+02
32s93 0369 2.503203e+06 1.091002e+03
33s95 0383 2.503182e+06 5.499428e+03
34s98 0399 2.503161e+06 1.936335e+03
36s02 0414 2.503147e+06 2.210775e+03
37s08 0428 2.503128e+06 1.469813e+03
38s12 0443 2.503104e+06 1.630445e+04
39s14 0459 2.503076e+06 1.268409e+03
40s33 0472 2.503052e+06 1.313188e+03
41s41 0482 2.503039e+06 9.786124e+02
42s41 0496 2.503028e+06 6.959836e+02
43s46 0513 2.503016e+06 1.584943e+03
44s52 0530 2.502995e+06 1.172925e+04
45s57 0545 2.502981e+06 6.930237e+02
46s59 0561 2.502968e+06 1.395903e+03
47s64 0578 2.502954e+06 8.629309e+02
48s69 0595 2.502941e+06 8.816138e+02
49s74 0609 2.502927e+06 2.896187e+02
50s80 0622 2.502917e+06 5.122388e+02
51s82 0630 2.502912e+06 6.988948e+02
52s85 0642 2.502901e+06 3.800773e+04
53s89 0654 2.502877e+06 2.836760e+03
54s94 0664 2.502872e+06 1.108526e+04
55s94 0677 2.502850e+06 1.139385e+03
56s94 0684 2.502840e+06 1.289793e+03
58s01 0696 2.502830e+06 2.109552e+03
59s05 0706 2.502823e+06 1.495071e+03
01m00s05 0717 2.502815e+06 5.810130e+02
01m01s17 0731 2.502804e+06 6.010066e+02
01m02s40 0737 2.502801e+06 2.774961e+03
01m03s46 0746 2.502796e+06 1.055907e+03
01m04s54 0758 2.502796e+06 4.050771e+04
01m05s72 0765 2.502789e+06 2.085428e+03
01m06s77 0775 2.502786e+06 3.092984e+03
01m07s78 0787 2.502780e+06 1.144080e+03
01m08s84 0797 2.502775e+06 4.058634e+02
01m09s98 0808 2.502829e+06 8.689751e+05
01m11s10 0813 2.502763e+06 3.064268e+03
01m12s25 0819 2.502758e+06 2.277125e+03
01m13s40 0823 2.502754e+06 9.460236e+03
01m14s50 0827 2.502750e+06 2.893349e+03
01m15s54 0831 2.502744e+06 9.670298e+02
01m16s62 0842 2.502733e+06 2.846807e+04
01m17s78 0857 2.502716e+06 8.378455e+02
01m18s79 0867 2.502709e+06 6.510455e+02
01m19s84 0880 2.502701e+06 7.079178e+02
01m20s86 0893 2.502696e+06 2.880687e+02
01m21s89 0908 2.502692e+06 9.339942e+03
01m22s94 0922 2.502688e+06 1.784500e+04
01m23s99 0935 2.502685e+06 1.772714e+02
01m25s06 0947 2.502682e+06 2.808762e+02
01m26s11 0961 2.502677e+06 3.373420e+02
01m27s13 0974 2.502672e+06 5.559764e+02
01m28s18 0987 2.502667e+06 2.995896e+03
01m29s22 1000 2.502663e+06 6.927730e+02
01m29s36 1002 2.502663e+06 1.704998e+02
Runtime: 01m29s36
Optimization status: Maximum number of f evaluations reached
output saved in /scratch/irc/personal/robrechtc/tmp//Rtmper9i0S/output:
dimred.csv
pseudotime.csv
timings.json
wad_energy.csv
wad_grid.csv
Input saved to /scratch/irc/personal/robrechtc/tmp//RtmpVZHmyj/input:
expression.csv
params.json
start_id.json
Running L-BFGS-B (Scipy implementation) Code:
runtime i f |g|
00s00 0000 5.545466e+06 nan
00s09 0001 5.545466e+06 5.586961e+12
00s18 0002 4.017453e+06 8.820840e+11
01s25 0014 2.556760e+06 4.455709e+07
02s33 0026 2.543016e+06 8.357325e+06
03s40 0038 2.536416e+06 1.034967e+06
04s48 0050 2.531574e+06 4.746305e+05
05s56 0062 2.529490e+06 1.784558e+05
06s63 0074 2.529149e+06 1.028718e+07
07s71 0086 2.528844e+06 4.754635e+05
08s79 0098 2.528728e+06 8.789468e+04
09s85 0110 2.528578e+06 2.959619e+04
10s92 0122 2.528364e+06 3.577474e+04
11s99 0134 2.528147e+06 7.188141e+04
13s05 0146 2.527925e+06 3.628403e+04
14s12 0158 2.527761e+06 7.146201e+04
15s18 0170 2.527699e+06 8.172418e+05
16s24 0182 2.527645e+06 1.884941e+04
17s28 0194 2.527608e+06 8.967627e+03
18s34 0206 2.527568e+06 1.234383e+04
19s43 0218 2.527508e+06 2.759268e+05
20s51 0230 2.527437e+06 1.892584e+04
21s59 0242 2.527336e+06 1.838046e+04
22s66 0254 2.527250e+06 6.067604e+04
23s72 0266 2.527162e+06 1.914577e+04
24s80 0278 2.527117e+06 8.012113e+03
25s87 0290 2.527059e+06 1.793909e+04
26s95 0302 2.527028e+06 9.865575e+05
28s03 0314 2.526887e+06 2.797784e+04
29s10 0326 2.526780e+06 1.340005e+04
30s19 0338 2.526734e+06 5.142856e+03
31s27 0350 2.526714e+06 6.817914e+03
32s32 0362 2.526699e+06 2.291448e+03
33s41 0374 2.526674e+06 6.301726e+03
34s41 0385 2.526649e+06 3.617188e+03
35s46 0396 2.526630e+06 6.568053e+03
36s52 0405 2.526620e+06 2.970419e+03
37s57 0415 2.526605e+06 2.979278e+03
38s65 0425 2.526586e+06 4.474976e+03
39s72 0434 2.526568e+06 5.598359e+03
40s72 0443 2.526534e+06 1.351807e+05
41s76 0451 2.526512e+06 1.884426e+04
42s77 0460 2.526483e+06 3.703145e+04
43s81 0470 2.526464e+06 2.597010e+04
44s82 0476 2.526449e+06 5.806699e+03
45s90 0481 2.526442e+06 8.992388e+03
46s93 0491 2.526429e+06 1.014328e+04
47s98 0503 2.526410e+06 5.567174e+03
49s02 0515 2.526398e+06 1.202434e+05
50s06 0527 2.526365e+06 6.287982e+03
51s10 0539 2.526335e+06 1.742780e+04
52s13 0551 2.526306e+06 1.452748e+04
53s14 0562 2.526284e+06 7.531329e+04
54s16 0572 2.526271e+06 4.242058e+03
55s20 0584 2.526256e+06 2.056590e+03
56s23 0596 2.526240e+06 1.859750e+03
57s26 0608 2.526229e+06 2.838323e+04
58s29 0620 2.526213e+06 4.182937e+03
59s33 0632 2.526204e+06 5.411599e+03
01m00s37 0644 2.526195e+06 1.323358e+03
01m01s41 0656 2.526189e+06 3.853741e+04
01m02s45 0668 2.526179e+06 2.340919e+03
01m03s49 0680 2.526174e+06 1.074990e+05
01m04s54 0692 2.526237e+06 3.492945e+06
01m05s59 0704 2.526154e+06 1.591299e+03
01m06s63 0716 2.526141e+06 1.720382e+03
01m07s68 0728 2.526131e+06 3.559513e+03
01m08s72 0740 2.526121e+06 1.466799e+03
01m09s76 0752 2.526113e+06 2.128447e+03
01m10s80 0764 2.526110e+06 1.383758e+05
01m11s84 0776 2.526099e+06 7.325708e+03
01m12s89 0788 2.526091e+06 1.935008e+03
01m13s93 0800 2.526084e+06 1.836633e+03
01m14s97 0812 2.526087e+06 3.106899e+05
01m16s01 0824 2.526074e+06 9.937015e+02
01m17s06 0836 2.526071e+06 2.268671e+03
01m18s10 0848 2.526066e+06 1.137510e+03
01m19s15 0860 2.526062e+06 2.728491e+03
01m20s19 0872 2.526057e+06 9.783945e+02
01m21s23 0884 2.526052e+06 2.275602e+03
01m22s28 0896 2.526048e+06 1.367343e+04
01m23s32 0908 2.526045e+06 1.311012e+04
01m24s36 0920 2.526043e+06 2.224612e+02
01m25s40 0932 2.526041e+06 4.206459e+02
01m26s45 0944 2.526040e+06 5.374762e+02
01m27s49 0956 2.526039e+06 7.014533e+02
01m28s53 0968 2.526036e+06 5.369297e+02
01m29s57 0980 2.526035e+06 2.225010e+03
01m30s61 0992 2.526033e+06 1.946738e+03
01m31s48 1002 2.526032e+06 5.849634e+02
Runtime: 01m31s48
Optimization status: Maximum number of f evaluations reached
output saved in /scratch/irc/personal/robrechtc/tmp//RtmpVZHmyj/output:
dimred.csv
pseudotime.csv
timings.json
wad_energy.csv
wad_grid.csv
Input saved to /scratch/irc/personal/robrechtc/tmp//Rtmp7l7u4T/input:
expression.csv
params.json
start_id.json
Running L-BFGS-B (Scipy implementation) Code:
runtime i f |g|
00s00 0000 2.139776e+05 nan
00s02 0001 2.139776e+05 1.436913e+10
00s05 0002 1.305798e+05 3.250023e+09
00s07 0003 8.900824e+04 1.024124e+09
00s10 0004 5.680302e+04 2.198449e+08
00s12 0005 4.183703e+04 5.245704e+07
00s14 0006 3.422090e+04 1.356675e+07
00s17 0007 2.997336e+04 3.566137e+06
00s19 0008 2.752707e+04 9.411156e+05
01s21 0051 2.296672e+04 1.773630e+03
02s23 0103 2.271025e+04 7.552159e+01
03s24 0135 2.266477e+04 2.538126e+01
04s24 0162 2.263989e+04 4.715241e+01
05s26 0201 2.261528e+04 3.399348e+00
06s27 0252 2.260471e+04 1.526191e+00
07s30 0282 2.260332e+04 2.580417e-01
08s31 0334 2.260269e+04 3.569442e-01
09s34 0371 2.260222e+04 1.371278e+01
10s35 0407 2.260154e+04 6.466049e-01
11s36 0450 2.260093e+04 3.128379e-01
12s36 0498 2.260039e+04 8.344686e-01
13s38 0546 2.259972e+04 1.276481e-01
14s40 0599 2.259921e+04 4.306039e-01
15s41 0619 2.259906e+04 8.309778e-01
16s44 0660 2.259882e+04 6.527852e-02
17s45 0688 2.259868e+04 1.964458e-01
18s46 0737 2.259843e+04 3.230336e-01
19s48 0777 2.259827e+04 2.556368e-02
20s48 0823 2.259817e+04 1.220262e-02
21s48 0875 2.259813e+04 4.940233e-02
22s49 0917 2.259811e+04 1.825622e-01
23s52 0955 2.259808e+04 6.449869e-02
24s52 0999 2.259796e+04 9.515779e-02
24s57 1002 2.259794e+04 5.238649e-01
Runtime: 24s57
Optimization status: Maximum number of f evaluations reached
output saved in /scratch/irc/personal/robrechtc/tmp//Rtmp7l7u4T/output:
dimred.csv
pseudotime.csv
timings.json
wad_energy.csv
wad_grid.csv
Part of 